<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url>
    <loc>https://modelrefs.com/providers</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/guides</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/methodologies</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/rankings</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/microsoft</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/deepseek</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/meta</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/alibaba</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/anthropic</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/google</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/mistral</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/openai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/baai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/cohere</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/nvidia</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/opengvlab</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/stability-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/elevenlabs</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/xai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/moonshot</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/baidu</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/ai21</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/ibm</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/hugging-face</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/black-forest-labs</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/midjourney</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/ideogram</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/recraft</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/runway</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/luma</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/pika</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/suno</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/cartesia</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/voyage-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/jina-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/nomic</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/mixedbread</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/01-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/zhipu-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/bytedance</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/tencent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/sensetime</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/minimax</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/naver</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/lg-ai-research</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/rakuten</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/krutrim</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/sarvam-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/bsc</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/tii</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/core42</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/bigcode</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/wizardlm</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/epfl</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/bloomberg</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/stanford</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/kyutai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/leonardo-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/adobe</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/lightricks</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/playht</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/deepgram</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/assemblyai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/speechmatics</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/resemble-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/coqui</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/nous-research</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/all-hands-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/ai2</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/ai4bharat</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/ai-singapore</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/scb-10x</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/maritaca-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/silo-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/laion</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/eleutherai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/together</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/mosaicml</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/bigscience</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/snowflake</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/openbmb</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/anysphere</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/codeium</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/princeton-nlp</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/cline</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/aider</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/continue-dev</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/center-for-ai-safety</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/amazon</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/salesforce</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/servicenow-research</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/providers/tsinghua</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.75</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/react</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/plan-and-execute</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/single-tool-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/multi-tool-router</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/code-execution-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/short-term-memory</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/long-term-memory-rag</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/supervisor-worker</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/debate</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/chain-of-agents</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/reflexion</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/self-refine-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/guardrailed-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/human-in-the-loop</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/observable-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/agents/patterns/batch-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/naive-rag-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/advanced-rag-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/single-agent-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/multi-agent-orchestration-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/lora-fine-tuning-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/full-fine-tuning-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/vision-language-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/speech-pipeline-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/streaming-inference-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/voice-realtime-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/batch-inference-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/offline-eval-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/on-device-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/edge-runtime-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/hybrid-private-cloud-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/architectures/patterns/byo-model-gateway-stack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/function-calling-basic</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/parallel-function-calling</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/json-schema-tool-call</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/sandboxed-code-execution</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/repl-tool</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/vector-search-tool</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/web-search-tool</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/rest-api-tool</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/graphql-tool</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/file-read-tool</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/file-write-tool</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/mcp-server-integration</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/tool-router</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/tool-chain</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/tool-approval-gateway</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/tools/patterns/tool-rate-limiter</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/chain-of-thought</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/self-consistency</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/tree-of-thoughts</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/reflection</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/json-mode</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/function-calling-prompt</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/constrained-generation</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/rag-grounded-answer</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/hyde</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/react</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/plan-and-execute</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/reflexion</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/role-prompting</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/few-shot</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/guardrail-prompt</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/refusal-routing</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/llm-as-judge</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/pairwise-comparison</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/prompt-compression</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/prompts/patterns/cache-priming</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/learn-rag</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/learn-agents</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/learn-prompt-engineering</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/learn-mcp</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/learn-fine-tuning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/become-ai-engineer</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/become-llm-engineer</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/become-ai-architect</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/become-ai-consultant</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/become-ai-product-builder</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/build-enterprise-search</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/build-ai-customer-support</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/build-voice-ai-systems</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/build-document-intelligence</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/build-coding-copilots</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/master-langchain</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/master-langgraph</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/master-dspy</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/openai-builder-path</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/learn/pathways/anthropic-builder-path</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/guides/model-selection</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/guides/provider-selection</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/guides/benchmark-interpretation</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/guides/workflow-implementation</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/guides/ai-architecture</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/guides/governance</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/guides/model-selection/choose-ai-model-for-rag</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/guides/provider-selection/compare-ai-providers</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/guides/benchmark-interpretation/interpret-ai-benchmarks</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/guides/workflow-implementation/design-enterprise-rag-workflow</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/guides/model-selection/evaluate-ai-model-quality</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/guides/ai-architecture/fine-tuning-vs-rag</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/guides/ai-architecture/choose-managed-api-or-self-hosted</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/methodologies/mmlu-methodology</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/methodologies/gpqa-methodology</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/methodologies/humaneval-methodology</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/methodologies/swe-bench-methodology</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/methodologies/gsm8k-methodology</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/methodologies/math-methodology</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/methodologies/arc-agi-methodology</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/methodologies/truthfulqa-methodology</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/methodologies/mmmu-methodology</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/methodologies/musr-methodology</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/methodologies/drop-methodology</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/methodologies/hellaswag-methodology</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/methodologies/bbh-methodology</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/methodologies/livecodebench-methodology</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/rankings/best-coding-models</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/rankings/best-reasoning-models</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/rankings/best-open-source-models</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/rankings/best-multimodal-models</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/rankings/fastest-models</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/rankings/most-affordable-models</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/llm</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/foundation-model</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/base-model</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/instruct-model</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/token</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tokenizer</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/context-window</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/transformer</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/attention</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/moe</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/inference</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/inference-cost</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/latency</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/throughput</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/streaming</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/temperature</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/top-p</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/speculative-decoding</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/quantization</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/kv-cache</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/paged-attention</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/flash-attention</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/continuous-batching</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/prompt-caching</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tensor-parallelism</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/vllm</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tgi</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/inference-endpoint</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-gateway</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-routing</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/fallback-chain</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/semantic-cache</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/rate-limiting</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/gguf</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/ollama</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/llmops</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/observability</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tracing</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/prompt-management</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/regression</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/pretraining</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/sft</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/fine-tuning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/peft</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/lora</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/qlora</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/rlhf</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/dpo</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/reward-model</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/alignment</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/synthetic-data</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-distillation</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/prompt-engineering</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/system-prompt</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/zero-shot</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/few-shot</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/chain-of-thought</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/self-consistency</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tot</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/reasoning-model</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/prompt-chaining</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/meta-prompting</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/function-calling</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/json-mode</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/output-parser</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/rag</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/graphrag</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/contextual-retrieval</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/chunking</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/embedding</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/vector-database</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/semantic-search</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/hybrid-search</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/bm25</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/reranker</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/reciprocal-rank-fusion</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/hnsw</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/grounding</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/hallucination</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/memory</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/agentic-memory</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/episodic-memory</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/semantic-memory</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/agentic-loop</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/agent-workflow</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/react-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tool-use</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/code-interpreter</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/mcp</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/multi-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/orchestrator-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/handoff</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/reflection</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/planning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/human-in-the-loop</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/computer-use</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/multimodal</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/vision-language-model</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/diffusion-model</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/asr</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tts</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/evaluation-benchmark</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/mmlu</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/swe-bench</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/humaneval</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/gpqa</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/webarena</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/bfcl</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/eval</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/llm-as-judge</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/g-eval</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/guardrails</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/constitutional-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/red-teaming</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/jailbreak</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/prompt-injection</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/watermarking</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-card</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/eu-ai-act</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/ai-governance</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/responsible-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/open-weights</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/closed-model</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/knowledge-graph</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/langchain</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/langgraph</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/llamaindex</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/token-budget</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/workflow</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/router</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/structured-output</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/privacy</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/batch</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/edge</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/gateway</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/positional-encoding</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/rope</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/grouped-query-attention</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/sliding-window-attention</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/encoder-decoder</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/decoder-only</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/encoder-only</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/in-context-learning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/emergence</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/scaling-law</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-collapse</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/state-space-model</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/mamba</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/byte-pair-encoding</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/sentencepiece</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tiktoken</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/vocabulary-size</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/embedding-dimension</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/residual-connection</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/layer-normalization</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/feed-forward-network</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/multi-head-attention</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/cross-attention</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/causal-mask</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/fim</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/alibi</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/long-context</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/neural-scaling</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/chinchilla</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-architecture</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/parameter-count</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-size</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-family</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/multimodal-architecture</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/visual-encoder</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/draft-model</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/lookahead-decoding</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/beam-search</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/greedy-decoding</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/sampling</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/min-p</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/repetition-penalty</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/stop-sequence</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/logprobs</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/logit-bias</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/seed</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/gpu-memory</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/h100</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tpu</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/serverless-inference</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/cold-start</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/warm-pool</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/openai-compatible</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/batch-size</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/chunked-prefill</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/disaggregated-serving</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/pipeline-parallelism</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/distributed-inference</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-parallelism</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/inference-provider</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/time-to-first-token</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tokens-per-second</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/p99-latency</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/gpu-utilization</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/memory-bandwidth</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/pretraining-data</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/common-crawl</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/data-deduplication</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/instruction-dataset</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/preference-dataset</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/catastrophic-forgetting</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/continual-learning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/domain-adaptation</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/transfer-learning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-merging</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/pruning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-soup</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/gptq</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/awq</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/bf16</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/mixed-precision</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/gradient-checkpointing</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/deepspeed</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/fsdp</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/data-parallel</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/zero-optimizer</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/curriculum-learning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/data-augmentation</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/knowledge-distillation</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/adapter</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/prefix-tuning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/prompt-tuning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/ia3</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/reinforcement-learning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/verifiable-reward</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/role-prompting</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/context-stuffing</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/conversation-history</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/context-management</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/prompt-compression</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/dspy</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/least-to-most-prompting</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/step-back-prompting</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/generated-knowledge-prompting</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/active-prompting</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/automatic-prompt-engineering</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/instruction-following</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/calibration</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/sycophancy</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/verbosity</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/lost-in-the-middle</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/needle-in-haystack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/multi-document-qa</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/open-domain-qa</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/refusal</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/abstention</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/positional-bias</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/recency-bias</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/context-window-management</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/multi-turn</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/message-threading</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/system-message</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/user-message</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/assistant-message</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/prompt-template</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/naive-rag</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/advanced-rag</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/modular-rag</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/agentic-rag</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/self-rag</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/corrective-rag</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/hyde</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/query-rewriting</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/query-expansion</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/query-decomposition</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/multi-query-retrieval</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/parent-document-retrieval</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/sentence-window-retrieval</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/raptor</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/fusion-retrieval</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/mmr</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/cosine-similarity</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/ann</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/ivf</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/product-quantization</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/namespace</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/dense-retrieval</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/sparse-retrieval</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/bi-encoder</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/late-interaction</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/pgvector</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/faiss</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/document-summary-index</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/chunk-overlap</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/metadata-filtering</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/retrieval-pipeline</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/indexing-pipeline</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/document-loader</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/text-splitter</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/embedding-model</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/single-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/worker-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/critic-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tool-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/web-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/coding-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/research-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/autogen</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/crewai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/swarm</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/agent-as-tool</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/memory-store</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/working-memory</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/long-term-memory</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tool-selection</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tool-result</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/retry-logic</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/max-iterations</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/task-decomposition</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/parallel-execution</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/dag</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/state-machine</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/stopping-condition</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/agent-protocol</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/a2a-protocol</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/computer-using-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/voice-agent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/subagent</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tool-schema</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/parallel-tool-calls</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/livecodebench</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/aider-polyglot</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/hellaswag</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/arc-challenge</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/truthfulqa</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/gsm8k</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/math-benchmark</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/bbh</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/drop</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/mmmu</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/chartqa</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/vqa</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/gaia</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tau-bench</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/osworld</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/mt-bench</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/alpacaeval</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/chatbot-arena</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/open-llm-leaderboard</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/ruler</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/passatk</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/exact-match</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/bleu</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/rouge</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/bertscore</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/lmsys</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/bigcodebench</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/winogrande</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/docvqa</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/faithfulness</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/answer-relevance</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/context-recall</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/context-precision</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/ragas</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/trulens</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/adversarial-attack</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/data-poisoning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-stealing</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/membership-inference</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/differential-privacy</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/pii-detection</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/pii-redaction</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/content-moderation</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/toxicity-detection</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/bias-detection</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/fairness</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/interpretability</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/mechanistic-interpretability</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/lime</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/shap</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/xai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/nist-ai-rmf</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/ai-audit</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/shadow-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-risk-management</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/counterfactual-explanation</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/federated-learning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/llm-security</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/safety-training</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/alignment-tax</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/hugging-face</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/mlflow</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/weights-and-biases</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/langsmith</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/langfuse</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/braintrust</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/arize-phoenix</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/helicone</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/portkey</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/litellm</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/megatron-lm</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/ray-serve</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/bentoml</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/triton-inference-server</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/mlc-llm</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/llama-cpp</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/mlx</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/lm-studio</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/open-webui</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/together-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/groq</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/fireworks-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/replicate</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/modal</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/runpod</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/openai-api</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/anthropic-api</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/aws-bedrock</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/azure-openai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/google-vertex-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/hugging-face-hub</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-hub</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/experiment-tracking</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-registry</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/feature-store</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/document-qa</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/table-qa</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/text-to-sql</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/code-completion</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/code-generation</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/code-review-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/test-generation</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/documentation-generation</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/summarization</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/information-extraction</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/text-classification</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/named-entity-recognition</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/sentiment-analysis</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/machine-translation</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/question-answering</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/content-generation</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/ai-search</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/ai-copilot</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/personalization</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/recommendation-system</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/anomaly-detection</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/ocr</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/document-processing</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/enterprise-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/conversational-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/customer-support-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/coding-assistant</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/data-analyst-ai</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/ai-writing-assistant</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/cost-per-token</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/cost-per-request</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tokens-per-minute</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/requests-per-minute</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/api-key</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/sdk</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/chat-completion</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/text-completion</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/message-role</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tool-definition</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/response-format</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/n-completions</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-version</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/model-snapshot</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/api-versioning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/openai-sdk</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/anthropic-sdk</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/rate-limit-error</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/retry-with-backoff</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/exponential-backoff</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/circuit-breaker</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/canary-deployment</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/blue-green-deployment</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/a-b-testing-llm</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/shadow-mode</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/load-testing</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/benchmark-contamination</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/data-contamination</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/evaluation-harness</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/stress-testing</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/commonsense-reasoning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/multilingual</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/prefix-caching</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/structured-generation</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/google-gemini</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/claude</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/orchestrator</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/reranking</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/uncertainty</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/tree-of-thought</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/ppo</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/reasoning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/data-privacy</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/extended-thinking</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/semantic-caching</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/grpo</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/react-pattern</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/mixture-of-experts</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/swe-bench-verified</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/hyperparameter</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/citation-accuracy</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/representative-workload</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/provider-lock-in</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/cost-per-successful-task</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/glossary/schema-adherence</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.65</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/best/best-ai-models-for-coding</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/best/best-ai-models-for-rag</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/best/best-cheap-structured-output-models</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/best/best-multilingual-ai-models</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/best/best-ai-models-for-ocr</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/best/best-enterprise-ai-models</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/best/best-open-source-ai-models</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/best/best-ai-models-for-agents</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/best/best-ai-models-for-json-extraction</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/best/best-ai-models-for-customer-support</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/best/best-cheap-ai-models</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/best/best-ai-models-for-long-context</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/best/best-open-source-coding-models</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://modelrefs.com/best/best-ai-models-for-reasoning</loc>
    <lastmod>2026-08-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
</urlset>